Method for developing an information prediction device, use...

G - Physics – 06 – F

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G06F 19/00 (2011.01) G06K 9/62 (2006.01) G06T 7/00 (2006.01)

Patent

CA 2754968

The invention relates to the method for developing a prediction device (102) for predicting a phenotype (110) of a person (108) from imaging data (106) of said person (108). The method includes the following steps: determining imaging descriptors (step 10), said step including the following steps: acquiring multidimensional images of people (130) by means of an imaging apparatus (122) (step 20); and extracting multidimensional image elements from the acquired multidimensional images to serve as descriptors (step 24); classifying the predetermined descriptors on the basis of the capability thereof to predict said phenotype (110) (step 12); selecting, from among the classified descriptors, a relevant number of the best-classified descriptors that is sufficient to predict said phenotype (step 14); and constructing the prediction device (102) from the selected descriptors (step 16).

Le procédé d'élaboration d'un dispositif de prédiction (102) destiné à pré dire un phénotype (1 10) d'un individu (108) à partir de données d'imagerie (106) dudit individu (108). Il comprend les étapes suivantes : - détermination de descripteurs d'imagerie (étape 10), cette étape compre nant les étapes suivantes : - acquisition d'images multidimensionnelles d'individus (130) au moyen d'un appareil d'imagerie (122) (étape 20); et - extraction d'éléments d'images multidimensionnelles en tant que descripteurs à partir des images multidimensionnelles acquises (étape 24); - classement des descripteurs déterminés en fonction de leur capacité à prédire ledit phénotype (110) (étape 12); - sélection parmi les descripteurs classés d'un nombre pertinent de descrip teurs les mieux classés suffisant à prédire ledit phénotype (110) (étape 14); et - construction du dispositif de prédiction (102) à partir des descripteurs sé lectionnés (étape 16).

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